Publications
] . "Human-building interaction at work: Findings from an interdisciplinary cross-country survey in Italy." Building and Environment 132 (2018). 
PDF (1.37 MB)
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PDF (1.37 MB). "Impact of post-rainfall evaporation from porous roof tiles on building cooling load in subtropical China." Applied Thermal Engineering 142 (2018) 391 - 400. PDF (1.17 MB)
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PDF (1.17 MB). "Impacts of Building Geometry Modeling Methods on the Simulation Results of Urban Building Energy Models." Applied Energy 215 (2018). PDF (2.08 MB)
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PDF (2.08 MB). "A Library of Building Occupant Behaviour Models Represented in a Standardised Schema." Energy Efficiency (2018). PDF (390 KB)
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PDF (390 KB). "Modeling occupancy distribution in large spaces with multi-feature classification algorithm." Building and Environment 137 (2018). PDF (912.79 KB)
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PDF (912.79 KB). "A Novel Variable Refrigerant Flow (VRF) Heat Recovery System Model: Development and Validation." Energy and Buildings 168 (2018). PDF (1.96 MB)
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PDF (1.96 MB). "Occupancy prediction through machine learning and data fusion of environmental sensing and Wi-Fi sensing in buildings." Automation in Construction 94 (2018) 233 - 243. PDF (1.86 MB)
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PDF (1.86 MB). "Occupancy prediction through Markov based feedback recurrent neural network (M-FRNN) algorithm with WiFi probe technology." Building and Environment 138 (2018) 160 - 170. PDF (1.94 MB)
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PDF (1.94 MB). "OpenBuildingControl: Modeling Feedback Control as a Step Towards Formal Design, Specification, Deployment and Verification of Building Control Sequences." 2018 Building Performance Modeling Conference and SimBuild co-organized by ASHRAE and IBPSA-USA. Chicago, IL, 2018.
. "Performance-Based Evaluation of Courtyard Design in China’s Cold-Winter Hot-Summer Climate Regions." Sustainability 10.11 (2018) 3950. PDF (2.55 MB)
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PDF (2.55 MB). "Quantifying the benefits of a building retrofit using an integrated system approach: A case study." Energy and Buildings 159 (2018). PDF (2.1 MB)
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PDF (2.1 MB). "Representation and evolution of urban weather boundary conditions in downtown Chicago." Journal of Building Performance Simulation (2018) 1 - 14. PDF (1.33 MB)
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PDF (1.33 MB). "Simplifications for hydronic system models in Modelica." Journal of Building Performance Simulation (2018).
. "Translating climate change and heating system electrification impacts on building energy use to future greenhouse gas emissions and electric grid capacity requirements in California." Applied Energy 225 (2018) 522 - 534. PDF (1.39 MB)
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PDF (1.39 MB). "When Data Analytics Meet Site Operation: Benefits and Challenges." 2018 ACEEE Summer Study on Energy Efficiency in Buildings. 2018. PDF (1.52 MB)
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PDF (1.52 MB). "Assessing the Potential to Reduce U.S. Building CO2 Emissions 80% by 2050." Joule (2019). PDF (3.72 MB)
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PDF (3.72 MB). "Assessment of occupant-behavior-based indoor air quality and its impacts on human exposure risk: A case study based on the wildfires in Northern California." Science of The Total Environment 686 (2019) 1251 - 1261. PDF (2.8 MB)
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PDF (2.8 MB). "Comparison of MPC Formulations for Building Control under Commercial Time-of-Use Tariffs." IEEE PowerTech Milan 2019. 2019. PDF (304.39 KB)
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PDF (304.39 KB). "Cross-source sensing data fusion for building occupancy prediction with adaptive lasso feature filtering." Building and Environment 162 (2019) 106280. PDF (1.36 MB)
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PDF (1.36 MB). "Data fusion in predicting internal heat gains for office buildings through a deep learning approach." Applied Energy 240 (2019) 386 - 398. PDF (1004.68 KB)
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PDF (1004.68 KB). "Development of city buildings dataset for urban building energy modeling." Energy and Buildings 183 (2019) 252 - 265. PDF (1.41 MB)
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PDF (1.41 MB). "Forecasting district-scale energy dynamics through integrating building network and long short-term memory learning algorithm." Applied Energy 248 (2019) 217 - 230. PDF (1.24 MB)
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PDF (1.24 MB). "Incorporating machine learning with building network analysis to predict multi-building energy use." Energy and Buildings 186 (2019) 80 - 97. PDF (2.38 MB)
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PDF (2.38 MB). "Inferring occupant counts from Wi-Fi data in buildings through machine learning." Building and Environment 158 (2019) 281 - 294. PDF (1.11 MB)
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PDF (1.11 MB). "Integrating physics-based models with sensor data: An inverse modeling approach." Building and Environment 154 (2019) 23 - 31. PDF (275.63 KB)
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PDF (275.63 KB)